eventseries.eca

Provides functionality for event series analysis.

pyunicorn.eventseries.eca.ECA(EventSeriesX, EventSeriesY, delT, tau=0, ts1=None, ts2=None)[source]

Event coincidence analysis: Returns the precursor and trigger coincidence rates of two event series X and Y.

Parameters:
  • EventSeriesX (1D Numpy array) – Event series containing ‘0’s and ‘1’s
  • EventSeriesY (1D Numpy array) – Event series containing ‘0’s and ‘1’s
  • delT – coincidence interval width
  • tau (int) – lag parameter
Return type:

list

Returns:

[Precursor coincidence rate XY, Trigger coincidence rate XY, Precursor coincidence rate YX, Trigger coincidence rate YX]